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Multi-objective graph optimization for dynamic task–machine assignment in STEP-NC compliant smart factories using extended Floyd–Warshall algorithm

delete2026-08-05
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PRE
AI
O
Oluwasheyi Oyename
W
Wenlei Xiao *
T
Tianze Qiu
G
Gang Zhao
Z
Zichuan Chai
DOI:10.1016/j.jmsy.2026.07.003delete
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摘要

摘要

En 中文
• 数字孪生兼容性模型验证可执行任务分配的约束。• 一种STEP-NC流水线打破了G代码依赖,实现跨机床任务迁移。• 扩展的Floyd-Warshall算法重新规划任务,平衡工期、成本和质量。• 在五台CNC机床上验证,证明在GrapeSaas云边环境中的自愈能力。
Keyword:
Task–machine assignment
STEP-NC
Graph optimization
Floyd–Warshall
Intelligent manufacturing
Physics-aware process planning
Job shop scheduling

期刊

Journal of Manufacturing Systems 封面图
Journal of Manufacturing Systems
IF:
14.2
论文数:
2.7K
被引数:
1.6W

机构

B
Beihang University
学者数:
5.2W
论文数: 4.1W
被引数: 37
引用论文

引用论文

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PREAI
errXiao, Wenlei; Qiu, Tianze; Liu, Qiang; Zhao, Gang; Xing, Hongwen; Li, Rupeng
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